Mapping almond stem water potential using machine learning and multispectral imagery - Savchik, Peter; Nocco, Mallika; Kisekka, Isaya (Irrigation science, 2025)
Keywords: Accuracy; Agriculture; algorithms; almonds; Aquatic Pollution; Artificial neural networks; Biomedical and Life Sciences; California; canopy; Climate Change; Crops; data collection; Decompression chambers; Drought; Environment; Environmental regulations; Evapotranspiration; Groundwater; Irrigation; Irrigation efficiency; Learning algorithms; Life Sciences; Machine learning; Moisture content; multispectral imagery; Neural networks; Orchards; Original Paper; prediction; Pressure chambers; Reflectance; Root-mean-square errors; Soil moisture; soil water; Spatial variations; Spectral reflectance; Stems; Sustainable Development; Waste Water Technology; Water; Water Industry/Water Technologies; Water Management; Water Pollution Control; Water potential; Water use; Water use efficiency; Workflow; California